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Second-order necessary conditions in semismooth optimization
Authors:Robin W. Chaney
Affiliation:(1) Department of Mathematics, Western Washington University, 98225 Bellingham, WA, USA
Abstract:First- and second-order conditions are given which are necessary for a functionf to have a local minimal value atx* inRn. It is assumed thatf is locally Lipschitzian nearx* and semismooth atx*. The necessary conditions are expressed in terms of the generalized gradients of nonsmooth analysis and certain second-order directional derivatives. The method of proof bears no resemblance to standard methods. Three special cases are discussed here, but applications to constrained problems are made elsewhere.
Keywords:Nonsmooth analysis  second-order necessary conditions
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